// jpge.cpp - C++ class for JPEG compression.
// Public domain, Rich Geldreich <richgel99@gmail.com>
// v1.01, Dec. 18, 2010 - Initial release
// v1.02, Apr. 6, 2011 - Removed 2x2 ordered dither in H2V1 chroma subsampling method load_block_16_8_8(). (The rounding factor was 2, when it should have been 1. Either way, it wasn't helping.)
// v1.03, Apr. 16, 2011 - Added support for optimized Huffman code tables, optimized dynamic memory allocation down to only 1 alloc.
//                        Also from Alex Evans: Added RGBA support, linear memory allocator (no longer needed in v1.03).
// v1.04, May. 19, 2012: Forgot to set m_pFile ptr to NULL in cfile_stream::close(). Thanks to Owen Kaluza for reporting this bug.
//                       Code tweaks to fix VS2008 static code analysis warnings (all looked harmless).
//                       Code review revealed method load_block_16_8_8() (used for the non-default H2V1 sampling mode to downsample chroma) somehow didn't get the rounding factor fix from v1.02.

#include "crn_jpge.h"

#include <stdlib.h>
#include <string.h>
#include <malloc.h>

#include "crn_core.h"

#define JPGE_MAX(a,b) (((a)>(b))?(a):(b))
#define JPGE_MIN(a,b) (((a)<(b))?(a):(b))

namespace jpge {

  static inline void *jpge_malloc(size_t nSize) { return crnlib::crnlib_malloc(nSize); }
  static inline void jpge_free(void *p) { crnlib::crnlib_free(p); }

  // Various JPEG enums and tables.
  enum { M_SOF0 = 0xC0, M_DHT = 0xC4, M_SOI = 0xD8, M_EOI = 0xD9, M_SOS = 0xDA, M_DQT = 0xDB, M_APP0 = 0xE0 };
  enum { DC_LUM_CODES = 12, AC_LUM_CODES = 256, DC_CHROMA_CODES = 12, AC_CHROMA_CODES = 256, MAX_HUFF_SYMBOLS = 257, MAX_HUFF_CODESIZE = 32 };

  static uint8 s_zag[64] = { 0,1,8,16,9,2,3,10,17,24,32,25,18,11,4,5,12,19,26,33,40,48,41,34,27,20,13,6,7,14,21,28,35,42,49,56,57,50,43,36,29,22,15,23,30,37,44,51,58,59,52,45,38,31,39,46,53,60,61,54,47,55,62,63 };
  static int16 s_std_lum_quant[64] = { 16,11,12,14,12,10,16,14,13,14,18,17,16,19,24,40,26,24,22,22,24,49,35,37,29,40,58,51,61,60,57,51,56,55,64,72,92,78,64,68,87,69,55,56,80,109,81,87,95,98,103,104,103,62,77,113,121,112,100,120,92,101,103,99 };
  static int16 s_std_croma_quant[64] = { 17,18,18,24,21,24,47,26,26,47,99,66,56,66,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99 };
  static uint8 s_dc_lum_bits[17] = { 0,0,1,5,1,1,1,1,1,1,0,0,0,0,0,0,0 };
  static uint8 s_dc_lum_val[DC_LUM_CODES] = { 0,1,2,3,4,5,6,7,8,9,10,11 };
  static uint8 s_ac_lum_bits[17] = { 0,0,2,1,3,3,2,4,3,5,5,4,4,0,0,1,0x7d };
  static uint8 s_ac_lum_val[AC_LUM_CODES]  =
  {
    0x01,0x02,0x03,0x00,0x04,0x11,0x05,0x12,0x21,0x31,0x41,0x06,0x13,0x51,0x61,0x07,0x22,0x71,0x14,0x32,0x81,0x91,0xa1,0x08,0x23,0x42,0xb1,0xc1,0x15,0x52,0xd1,0xf0,
    0x24,0x33,0x62,0x72,0x82,0x09,0x0a,0x16,0x17,0x18,0x19,0x1a,0x25,0x26,0x27,0x28,0x29,0x2a,0x34,0x35,0x36,0x37,0x38,0x39,0x3a,0x43,0x44,0x45,0x46,0x47,0x48,0x49,
    0x4a,0x53,0x54,0x55,0x56,0x57,0x58,0x59,0x5a,0x63,0x64,0x65,0x66,0x67,0x68,0x69,0x6a,0x73,0x74,0x75,0x76,0x77,0x78,0x79,0x7a,0x83,0x84,0x85,0x86,0x87,0x88,0x89,
    0x8a,0x92,0x93,0x94,0x95,0x96,0x97,0x98,0x99,0x9a,0xa2,0xa3,0xa4,0xa5,0xa6,0xa7,0xa8,0xa9,0xaa,0xb2,0xb3,0xb4,0xb5,0xb6,0xb7,0xb8,0xb9,0xba,0xc2,0xc3,0xc4,0xc5,
    0xc6,0xc7,0xc8,0xc9,0xca,0xd2,0xd3,0xd4,0xd5,0xd6,0xd7,0xd8,0xd9,0xda,0xe1,0xe2,0xe3,0xe4,0xe5,0xe6,0xe7,0xe8,0xe9,0xea,0xf1,0xf2,0xf3,0xf4,0xf5,0xf6,0xf7,0xf8,
    0xf9,0xfa
  };
  static uint8 s_dc_chroma_bits[17] = { 0,0,3,1,1,1,1,1,1,1,1,1,0,0,0,0,0 };
  static uint8 s_dc_chroma_val[DC_CHROMA_CODES]  = { 0,1,2,3,4,5,6,7,8,9,10,11 };
  static uint8 s_ac_chroma_bits[17] = { 0,0,2,1,2,4,4,3,4,7,5,4,4,0,1,2,0x77 };
  static uint8 s_ac_chroma_val[AC_CHROMA_CODES] =
  {
    0x00,0x01,0x02,0x03,0x11,0x04,0x05,0x21,0x31,0x06,0x12,0x41,0x51,0x07,0x61,0x71,0x13,0x22,0x32,0x81,0x08,0x14,0x42,0x91,0xa1,0xb1,0xc1,0x09,0x23,0x33,0x52,0xf0,
    0x15,0x62,0x72,0xd1,0x0a,0x16,0x24,0x34,0xe1,0x25,0xf1,0x17,0x18,0x19,0x1a,0x26,0x27,0x28,0x29,0x2a,0x35,0x36,0x37,0x38,0x39,0x3a,0x43,0x44,0x45,0x46,0x47,0x48,
    0x49,0x4a,0x53,0x54,0x55,0x56,0x57,0x58,0x59,0x5a,0x63,0x64,0x65,0x66,0x67,0x68,0x69,0x6a,0x73,0x74,0x75,0x76,0x77,0x78,0x79,0x7a,0x82,0x83,0x84,0x85,0x86,0x87,
    0x88,0x89,0x8a,0x92,0x93,0x94,0x95,0x96,0x97,0x98,0x99,0x9a,0xa2,0xa3,0xa4,0xa5,0xa6,0xa7,0xa8,0xa9,0xaa,0xb2,0xb3,0xb4,0xb5,0xb6,0xb7,0xb8,0xb9,0xba,0xc2,0xc3,
    0xc4,0xc5,0xc6,0xc7,0xc8,0xc9,0xca,0xd2,0xd3,0xd4,0xd5,0xd6,0xd7,0xd8,0xd9,0xda,0xe2,0xe3,0xe4,0xe5,0xe6,0xe7,0xe8,0xe9,0xea,0xf2,0xf3,0xf4,0xf5,0xf6,0xf7,0xf8,
    0xf9,0xfa
  };

  // Low-level helper functions.
  template <class T> inline void clear_obj(T &obj) { memset(&obj, 0, sizeof(obj)); }

  const int YR = 19595, YG = 38470, YB = 7471, CB_R = -11059, CB_G = -21709, CB_B = 32768, CR_R = 32768, CR_G = -27439, CR_B = -5329;
  static inline uint8 clamp(int i) { if (static_cast<uint>(i) > 255U) { if (i < 0) i = 0; else if (i > 255) i = 255; } return static_cast<uint8>(i); }

  static void RGB_to_YCC(uint8* pDst, const uint8 *pSrc, int num_pixels)
  {
    for ( ; num_pixels; pDst += 3, pSrc += 3, num_pixels--)
    {
      const int r = pSrc[0], g = pSrc[1], b = pSrc[2];
      pDst[0] = static_cast<uint8>((r * YR + g * YG + b * YB + 32768) >> 16);
      pDst[1] = clamp(128 + ((r * CB_R + g * CB_G + b * CB_B + 32768) >> 16));
      pDst[2] = clamp(128 + ((r * CR_R + g * CR_G + b * CR_B + 32768) >> 16));
    }
  }

  static void RGB_to_Y(uint8* pDst, const uint8 *pSrc, int num_pixels)
  {
    for ( ; num_pixels; pDst++, pSrc += 3, num_pixels--)
      pDst[0] = static_cast<uint8>((pSrc[0] * YR + pSrc[1] * YG + pSrc[2] * YB + 32768) >> 16);
  }

  static void RGBA_to_YCC(uint8* pDst, const uint8 *pSrc, int num_pixels)
  {
    for ( ; num_pixels; pDst += 3, pSrc += 4, num_pixels--)
    {
      const int r = pSrc[0], g = pSrc[1], b = pSrc[2];
      pDst[0] = static_cast<uint8>((r * YR + g * YG + b * YB + 32768) >> 16);
      pDst[1] = clamp(128 + ((r * CB_R + g * CB_G + b * CB_B + 32768) >> 16));
      pDst[2] = clamp(128 + ((r * CR_R + g * CR_G + b * CR_B + 32768) >> 16));
    }
  }

  static void RGBA_to_Y(uint8* pDst, const uint8 *pSrc, int num_pixels)
  {
    for ( ; num_pixels; pDst++, pSrc += 4, num_pixels--)
      pDst[0] = static_cast<uint8>((pSrc[0] * YR + pSrc[1] * YG + pSrc[2] * YB + 32768) >> 16);
  }

  static void Y_to_YCC(uint8* pDst, const uint8* pSrc, int num_pixels)
  {
    for( ; num_pixels; pDst += 3, pSrc++, num_pixels--) { pDst[0] = pSrc[0]; pDst[1] = 128; pDst[2] = 128; }
  }

  // Forward DCT - DCT derived from jfdctint.
  enum { CONST_BITS = 13, ROW_BITS = 2 };
#define DCT_DESCALE(x, n) (((x) + (((int32)1) << ((n) - 1))) >> (n))
#define DCT_MUL(var, c) (static_cast<int16>(var) * static_cast<int32>(c))
#define DCT1D(s0, s1, s2, s3, s4, s5, s6, s7) \
  int32 t0 = s0 + s7, t7 = s0 - s7, t1 = s1 + s6, t6 = s1 - s6, t2 = s2 + s5, t5 = s2 - s5, t3 = s3 + s4, t4 = s3 - s4; \
  int32 t10 = t0 + t3, t13 = t0 - t3, t11 = t1 + t2, t12 = t1 - t2; \
  int32 u1 = DCT_MUL(t12 + t13, 4433); \
  s2 = u1 + DCT_MUL(t13, 6270); \
  s6 = u1 + DCT_MUL(t12, -15137); \
  u1 = t4 + t7; \
  int32 u2 = t5 + t6, u3 = t4 + t6, u4 = t5 + t7; \
  int32 z5 = DCT_MUL(u3 + u4, 9633); \
  t4 = DCT_MUL(t4, 2446); t5 = DCT_MUL(t5, 16819); \
  t6 = DCT_MUL(t6, 25172); t7 = DCT_MUL(t7, 12299); \
  u1 = DCT_MUL(u1, -7373); u2 = DCT_MUL(u2, -20995); \
  u3 = DCT_MUL(u3, -16069); u4 = DCT_MUL(u4, -3196); \
  u3 += z5; u4 += z5; \
  s0 = t10 + t11; s1 = t7 + u1 + u4; s3 = t6 + u2 + u3; s4 = t10 - t11; s5 = t5 + u2 + u4; s7 = t4 + u1 + u3;

  static void DCT2D(int32 *p)
  {
    int32 c, *q = p;
    for (c = 7; c >= 0; c--, q += 8)
    {
      int32 s0 = q[0], s1 = q[1], s2 = q[2], s3 = q[3], s4 = q[4], s5 = q[5], s6 = q[6], s7 = q[7];
      DCT1D(s0, s1, s2, s3, s4, s5, s6, s7);
      q[0] = s0 << ROW_BITS; q[1] = DCT_DESCALE(s1, CONST_BITS-ROW_BITS); q[2] = DCT_DESCALE(s2, CONST_BITS-ROW_BITS); q[3] = DCT_DESCALE(s3, CONST_BITS-ROW_BITS);
      q[4] = s4 << ROW_BITS; q[5] = DCT_DESCALE(s5, CONST_BITS-ROW_BITS); q[6] = DCT_DESCALE(s6, CONST_BITS-ROW_BITS); q[7] = DCT_DESCALE(s7, CONST_BITS-ROW_BITS);
    }
    for (q = p, c = 7; c >= 0; c--, q++)
    {
      int32 s0 = q[0*8], s1 = q[1*8], s2 = q[2*8], s3 = q[3*8], s4 = q[4*8], s5 = q[5*8], s6 = q[6*8], s7 = q[7*8];
      DCT1D(s0, s1, s2, s3, s4, s5, s6, s7);
      q[0*8] = DCT_DESCALE(s0, ROW_BITS+3); q[1*8] = DCT_DESCALE(s1, CONST_BITS+ROW_BITS+3); q[2*8] = DCT_DESCALE(s2, CONST_BITS+ROW_BITS+3); q[3*8] = DCT_DESCALE(s3, CONST_BITS+ROW_BITS+3);
      q[4*8] = DCT_DESCALE(s4, ROW_BITS+3); q[5*8] = DCT_DESCALE(s5, CONST_BITS+ROW_BITS+3); q[6*8] = DCT_DESCALE(s6, CONST_BITS+ROW_BITS+3); q[7*8] = DCT_DESCALE(s7, CONST_BITS+ROW_BITS+3);
    }
  }

  struct sym_freq { uint m_key, m_sym_index; };

  // Radix sorts sym_freq[] array by 32-bit key m_key. Returns ptr to sorted values.
  static inline sym_freq* radix_sort_syms(uint num_syms, sym_freq* pSyms0, sym_freq* pSyms1)
  {
    const uint cMaxPasses = 4;
    uint32 hist[256 * cMaxPasses]; clear_obj(hist);
    for (uint i = 0; i < num_syms; i++) { uint freq = pSyms0[i].m_key; hist[freq & 0xFF]++; hist[256 + ((freq >> 8) & 0xFF)]++; hist[256*2 + ((freq >> 16) & 0xFF)]++; hist[256*3 + ((freq >> 24) & 0xFF)]++; }
    sym_freq* pCur_syms = pSyms0, *pNew_syms = pSyms1;
    uint total_passes = cMaxPasses; while ((total_passes > 1) && (num_syms == hist[(total_passes - 1) * 256])) total_passes--;
    for (uint pass_shift = 0, pass = 0; pass < total_passes; pass++, pass_shift += 8)
    {
      const uint32* pHist = &hist[pass << 8];
      uint offsets[256], cur_ofs = 0;
      for (uint i = 0; i < 256; i++) { offsets[i] = cur_ofs; cur_ofs += pHist[i]; }
      for (uint i = 0; i < num_syms; i++)
        pNew_syms[offsets[(pCur_syms[i].m_key >> pass_shift) & 0xFF]++] = pCur_syms[i];
      sym_freq* t = pCur_syms; pCur_syms = pNew_syms; pNew_syms = t;
    }
    return pCur_syms;
  }

  // calculate_minimum_redundancy() originally written by: Alistair Moffat, alistair@cs.mu.oz.au, Jyrki Katajainen, jyrki@diku.dk, November 1996.
  static void calculate_minimum_redundancy(sym_freq *A, int n)
  {
    int root, leaf, next, avbl, used, dpth;
    if (n==0) return; else if (n==1) { A[0].m_key = 1; return; }
    A[0].m_key += A[1].m_key; root = 0; leaf = 2;
    for (next=1; next < n-1; next++)
    {
      if (leaf>=n || A[root].m_key<A[leaf].m_key) { A[next].m_key = A[root].m_key; A[root++].m_key = next; } else A[next].m_key = A[leaf++].m_key;
      if (leaf>=n || (root<next && A[root].m_key<A[leaf].m_key)) { A[next].m_key += A[root].m_key; A[root++].m_key = next; } else A[next].m_key += A[leaf++].m_key;
    }
    A[n-2].m_key = 0;
    for (next=n-3; next>=0; next--) A[next].m_key = A[A[next].m_key].m_key+1;
    avbl = 1; used = dpth = 0; root = n-2; next = n-1;
    while (avbl>0)
    {
      while (root>=0 && (int)A[root].m_key==dpth) { used++; root--; }
      while (avbl>used) { A[next--].m_key = dpth; avbl--; }
      avbl = 2*used; dpth++; used = 0;
    }
  }

  // Limits canonical Huffman code table's max code size to max_code_size.
  static void huffman_enforce_max_code_size(int *pNum_codes, int code_list_len, int max_code_size)
  {
    if (code_list_len <= 1) return;

    for (int i = max_code_size + 1; i <= MAX_HUFF_CODESIZE; i++) pNum_codes[max_code_size] += pNum_codes[i];

    uint32 total = 0;
    for (int i = max_code_size; i > 0; i--)
      total += (((uint32)pNum_codes[i]) << (max_code_size - i));

    while (total != (1UL << max_code_size))
    {
      pNum_codes[max_code_size]--;
      for (int i = max_code_size - 1; i > 0; i--)
      {
        if (pNum_codes[i]) { pNum_codes[i]--; pNum_codes[i + 1] += 2; break; }
      }
      total--;
    }
  }

  // Generates an optimized offman table.
  void jpeg_encoder::optimize_huffman_table(int table_num, int table_len)
  {
    sym_freq syms0[MAX_HUFF_SYMBOLS], syms1[MAX_HUFF_SYMBOLS];
    syms0[0].m_key = 1; syms0[0].m_sym_index = 0;  // dummy symbol, assures that no valid code contains all 1's
    int num_used_syms = 1;
    const uint32 *pSym_count = &m_huff_count[table_num][0];
    for (int i = 0; i < table_len; i++)
      if (pSym_count[i]) { syms0[num_used_syms].m_key = pSym_count[i]; syms0[num_used_syms++].m_sym_index = i + 1; }
      sym_freq* pSyms = radix_sort_syms(num_used_syms, syms0, syms1);
      calculate_minimum_redundancy(pSyms, num_used_syms);

      // Count the # of symbols of each code size.
      int num_codes[1 + MAX_HUFF_CODESIZE]; clear_obj(num_codes);
      for (int i = 0; i < num_used_syms; i++)
        num_codes[pSyms[i].m_key]++;

      const uint JPGE_CODE_SIZE_LIMIT = 16; // the maximum possible size of a JPEG Huffman code (valid range is [9,16] - 9 vs. 8 because of the dummy symbol)
      huffman_enforce_max_code_size(num_codes, num_used_syms, JPGE_CODE_SIZE_LIMIT);

      // Compute m_huff_bits array, which contains the # of symbols per code size.
      clear_obj(m_huff_bits[table_num]);
      for (int i = 1; i <= (int)JPGE_CODE_SIZE_LIMIT; i++)
        m_huff_bits[table_num][i] = static_cast<uint8>(num_codes[i]);

      // Remove the dummy symbol added above, which must be in largest bucket.
      for (int i = JPGE_CODE_SIZE_LIMIT; i >= 1; i--)
      {
        if (m_huff_bits[table_num][i]) { m_huff_bits[table_num][i]--; break; }
      }

      // Compute the m_huff_val array, which contains the symbol indices sorted by code size (smallest to largest).
      for (int i = num_used_syms - 1; i >= 1; i--)
        m_huff_val[table_num][num_used_syms - 1 - i] = static_cast<uint8>(pSyms[i].m_sym_index - 1);
  }

  // JPEG marker generation.
  void jpeg_encoder::emit_byte(uint8 i)
  {
    m_all_stream_writes_succeeded = m_all_stream_writes_succeeded && m_pStream->put_obj(i);
  }

  void jpeg_encoder::emit_word(uint i)
  {
    emit_byte(uint8(i >> 8)); emit_byte(uint8(i & 0xFF));
  }

  void jpeg_encoder::emit_marker(int marker)
  {
    emit_byte(uint8(0xFF)); emit_byte(uint8(marker));
  }

  // Emit JFIF marker
  void jpeg_encoder::emit_jfif_app0()
  {
    emit_marker(M_APP0);
    emit_word(2 + 4 + 1 + 2 + 1 + 2 + 2 + 1 + 1);
    emit_byte(0x4A); emit_byte(0x46); emit_byte(0x49); emit_byte(0x46); /* Identifier: ASCII "JFIF" */
    emit_byte(0);
    emit_byte(1);      /* Major version */
    emit_byte(1);      /* Minor version */
    emit_byte(0);      /* Density unit */
    emit_word(1);
    emit_word(1);
    emit_byte(0);      /* No thumbnail image */
    emit_byte(0);
  }

  // Emit quantization tables
  void jpeg_encoder::emit_dqt()
  {
    for (int i = 0; i < ((m_num_components == 3) ? 2 : 1); i++)
    {
      emit_marker(M_DQT);
      emit_word(64 + 1 + 2);
      emit_byte(static_cast<uint8>(i));
      for (int j = 0; j < 64; j++)
        emit_byte(static_cast<uint8>(m_quantization_tables[i][j]));
    }
  }

  // Emit start of frame marker
  void jpeg_encoder::emit_sof()
  {
    emit_marker(M_SOF0);                           /* baseline */
    emit_word(3 * m_num_components + 2 + 5 + 1);
    emit_byte(8);                                  /* precision */
    emit_word(m_image_y);
    emit_word(m_image_x);
    emit_byte(m_num_components);
    for (int i = 0; i < m_num_components; i++)
    {
      emit_byte(static_cast<uint8>(i + 1));                                   /* component ID     */
      emit_byte((m_comp_h_samp[i] << 4) + m_comp_v_samp[i]);  /* h and v sampling */
      emit_byte(i > 0);                                   /* quant. table num */
    }
  }

  // Emit Huffman table.
  void jpeg_encoder::emit_dht(uint8 *bits, uint8 *val, int index, bool ac_flag)
  {
    emit_marker(M_DHT);

    int length = 0;
    for (int i = 1; i <= 16; i++)
      length += bits[i];

    emit_word(length + 2 + 1 + 16);
    emit_byte(static_cast<uint8>(index + (ac_flag << 4)));

    for (int i = 1; i <= 16; i++)
      emit_byte(bits[i]);

    for (int i = 0; i < length; i++)
      emit_byte(val[i]);
  }

  // Emit all Huffman tables.
  void jpeg_encoder::emit_dhts()
  {
    emit_dht(m_huff_bits[0+0], m_huff_val[0+0], 0, false);
    emit_dht(m_huff_bits[2+0], m_huff_val[2+0], 0, true);
    if (m_num_components == 3)
    {
      emit_dht(m_huff_bits[0+1], m_huff_val[0+1], 1, false);
      emit_dht(m_huff_bits[2+1], m_huff_val[2+1], 1, true);
    }
  }

  // emit start of scan
  void jpeg_encoder::emit_sos()
  {
    emit_marker(M_SOS);
    emit_word(2 * m_num_components + 2 + 1 + 3);
    emit_byte(m_num_components);
    for (int i = 0; i < m_num_components; i++)
    {
      emit_byte(static_cast<uint8>(i + 1));
      if (i == 0)
        emit_byte((0 << 4) + 0);
      else
        emit_byte((1 << 4) + 1);
    }
    emit_byte(0);     /* spectral selection */
    emit_byte(63);
    emit_byte(0);
  }

  // Emit all markers at beginning of image file.
  void jpeg_encoder::emit_markers()
  {
    emit_marker(M_SOI);
    emit_jfif_app0();
    emit_dqt();
    emit_sof();
    emit_dhts();
    emit_sos();
  }

  // Compute the actual canonical Huffman codes/code sizes given the JPEG huff bits and val arrays.
  void jpeg_encoder::compute_huffman_table(uint *codes, uint8 *code_sizes, uint8 *bits, uint8 *val)
  {
    int i, l, last_p, si;
    uint8 huff_size[257];
    uint huff_code[257];
    uint code;

    int p = 0;
    for (l = 1; l <= 16; l++)
      for (i = 1; i <= bits[l]; i++)
        huff_size[p++] = (char)l;

    huff_size[p] = 0; last_p = p; // write sentinel

    code = 0; si = huff_size[0]; p = 0;

    while (huff_size[p])
    {
      while (huff_size[p] == si)
        huff_code[p++] = code++;
      code <<= 1;
      si++;
    }

    memset(codes, 0, sizeof(codes[0])*256);
    memset(code_sizes, 0, sizeof(code_sizes[0])*256);
    for (p = 0; p < last_p; p++)
    {
      codes[val[p]]      = huff_code[p];
      code_sizes[val[p]] = huff_size[p];
    }
  }

  // Quantization table generation.
  void jpeg_encoder::compute_quant_table(int32 *pDst, int16 *pSrc)
  {
    int32 q;
    if (m_params.m_quality < 50)
      q = 5000 / m_params.m_quality;
    else
      q = 200 - m_params.m_quality * 2;
    for (int i = 0; i < 64; i++)
    {
      int32 j = *pSrc++; j = (j * q + 50L) / 100L;
      *pDst++ = JPGE_MIN(JPGE_MAX(j, 1), 255);
    }
  }

  // Higher-level methods.
  void jpeg_encoder::first_pass_init()
  {
    m_bit_buffer = 0; m_bits_in = 0;
    memset(m_last_dc_val, 0, 3 * sizeof(m_last_dc_val[0]));
    m_mcu_y_ofs = 0;
    m_pass_num = 1;
  }

  bool jpeg_encoder::second_pass_init()
  {
    compute_huffman_table(&m_huff_codes[0+0][0], &m_huff_code_sizes[0+0][0], m_huff_bits[0+0], m_huff_val[0+0]);
    compute_huffman_table(&m_huff_codes[2+0][0], &m_huff_code_sizes[2+0][0], m_huff_bits[2+0], m_huff_val[2+0]);
    if (m_num_components > 1)
    {
      compute_huffman_table(&m_huff_codes[0+1][0], &m_huff_code_sizes[0+1][0], m_huff_bits[0+1], m_huff_val[0+1]);
      compute_huffman_table(&m_huff_codes[2+1][0], &m_huff_code_sizes[2+1][0], m_huff_bits[2+1], m_huff_val[2+1]);
    }
    first_pass_init();
    emit_markers();
    m_pass_num = 2;
    return true;
  }

  bool jpeg_encoder::jpg_open(int p_x_res, int p_y_res, int src_channels)
  {
    m_num_components = 3;
    switch (m_params.m_subsampling)
    {
    case Y_ONLY:
      {
        m_num_components = 1;
        m_comp_h_samp[0] = 1; m_comp_v_samp[0] = 1;
        m_mcu_x          = 8; m_mcu_y          = 8;
        break;
      }
    case H1V1:
      {
        m_comp_h_samp[0] = 1; m_comp_v_samp[0] = 1;
        m_comp_h_samp[1] = 1; m_comp_v_samp[1] = 1;
        m_comp_h_samp[2] = 1; m_comp_v_samp[2] = 1;
        m_mcu_x          = 8; m_mcu_y          = 8;
        break;
      }
    case H2V1:
      {
        m_comp_h_samp[0] = 2; m_comp_v_samp[0] = 1;
        m_comp_h_samp[1] = 1; m_comp_v_samp[1] = 1;
        m_comp_h_samp[2] = 1; m_comp_v_samp[2] = 1;
        m_mcu_x          = 16; m_mcu_y         = 8;
        break;
      }
    case H2V2:
      {
        m_comp_h_samp[0] = 2; m_comp_v_samp[0] = 2;
        m_comp_h_samp[1] = 1; m_comp_v_samp[1] = 1;
        m_comp_h_samp[2] = 1; m_comp_v_samp[2] = 1;
        m_mcu_x          = 16; m_mcu_y         = 16;
      }
    }

    m_image_x        = p_x_res; m_image_y = p_y_res;
    m_image_bpp      = src_channels;
    m_image_bpl      = m_image_x * src_channels;
    m_image_x_mcu    = (m_image_x + m_mcu_x - 1) & (~(m_mcu_x - 1));
    m_image_y_mcu    = (m_image_y + m_mcu_y - 1) & (~(m_mcu_y - 1));
    m_image_bpl_xlt  = m_image_x * m_num_components;
    m_image_bpl_mcu  = m_image_x_mcu * m_num_components;
    m_mcus_per_row   = m_image_x_mcu / m_mcu_x;

    if ((m_mcu_lines[0] = static_cast<uint8*>(jpge_malloc(m_image_bpl_mcu * m_mcu_y))) == NULL) return false;
    for (int i = 1; i < m_mcu_y; i++)
      m_mcu_lines[i] = m_mcu_lines[i-1] + m_image_bpl_mcu;

    compute_quant_table(m_quantization_tables[0], s_std_lum_quant);
    compute_quant_table(m_quantization_tables[1], m_params.m_no_chroma_discrim_flag ? s_std_lum_quant : s_std_croma_quant);

    m_out_buf_left = JPGE_OUT_BUF_SIZE;
    m_pOut_buf = m_out_buf;

    if (m_params.m_two_pass_flag)
    {
      clear_obj(m_huff_count);
      first_pass_init();
    }
    else
    {
      memcpy(m_huff_bits[0+0], s_dc_lum_bits, 17);    memcpy(m_huff_val [0+0], s_dc_lum_val, DC_LUM_CODES);
      memcpy(m_huff_bits[2+0], s_ac_lum_bits, 17);    memcpy(m_huff_val [2+0], s_ac_lum_val, AC_LUM_CODES);
      memcpy(m_huff_bits[0+1], s_dc_chroma_bits, 17); memcpy(m_huff_val [0+1], s_dc_chroma_val, DC_CHROMA_CODES);
      memcpy(m_huff_bits[2+1], s_ac_chroma_bits, 17); memcpy(m_huff_val [2+1], s_ac_chroma_val, AC_CHROMA_CODES);
      if (!second_pass_init()) return false;   // in effect, skip over the first pass
    }
    return m_all_stream_writes_succeeded;
  }

  void jpeg_encoder::load_block_8_8_grey(int x)
  {
    uint8 *pSrc;
    sample_array_t *pDst = m_sample_array;
    x <<= 3;
    for (int i = 0; i < 8; i++, pDst += 8)
    {
      pSrc = m_mcu_lines[i] + x;
      pDst[0] = pSrc[0] - 128; pDst[1] = pSrc[1] - 128; pDst[2] = pSrc[2] - 128; pDst[3] = pSrc[3] - 128;
      pDst[4] = pSrc[4] - 128; pDst[5] = pSrc[5] - 128; pDst[6] = pSrc[6] - 128; pDst[7] = pSrc[7] - 128;
    }
  }

  void jpeg_encoder::load_block_8_8(int x, int y, int c)
  {
    uint8 *pSrc;
    sample_array_t *pDst = m_sample_array;
    x = (x * (8 * 3)) + c;
    y <<= 3;
    for (int i = 0; i < 8; i++, pDst += 8)
    {
      pSrc = m_mcu_lines[y + i] + x;
      pDst[0] = pSrc[0 * 3] - 128; pDst[1] = pSrc[1 * 3] - 128; pDst[2] = pSrc[2 * 3] - 128; pDst[3] = pSrc[3 * 3] - 128;
      pDst[4] = pSrc[4 * 3] - 128; pDst[5] = pSrc[5 * 3] - 128; pDst[6] = pSrc[6 * 3] - 128; pDst[7] = pSrc[7 * 3] - 128;
    }
  }

  void jpeg_encoder::load_block_16_8(int x, int c)
  {
    uint8 *pSrc1, *pSrc2;
    sample_array_t *pDst = m_sample_array;
    x = (x * (16 * 3)) + c;
    int a = 0, b = 2;
    for (int i = 0; i < 16; i += 2, pDst += 8)
    {
      pSrc1 = m_mcu_lines[i + 0] + x;
      pSrc2 = m_mcu_lines[i + 1] + x;
      pDst[0] = ((pSrc1[ 0 * 3] + pSrc1[ 1 * 3] + pSrc2[ 0 * 3] + pSrc2[ 1 * 3] + a) >> 2) - 128; pDst[1] = ((pSrc1[ 2 * 3] + pSrc1[ 3 * 3] + pSrc2[ 2 * 3] + pSrc2[ 3 * 3] + b) >> 2) - 128;
      pDst[2] = ((pSrc1[ 4 * 3] + pSrc1[ 5 * 3] + pSrc2[ 4 * 3] + pSrc2[ 5 * 3] + a) >> 2) - 128; pDst[3] = ((pSrc1[ 6 * 3] + pSrc1[ 7 * 3] + pSrc2[ 6 * 3] + pSrc2[ 7 * 3] + b) >> 2) - 128;
      pDst[4] = ((pSrc1[ 8 * 3] + pSrc1[ 9 * 3] + pSrc2[ 8 * 3] + pSrc2[ 9 * 3] + a) >> 2) - 128; pDst[5] = ((pSrc1[10 * 3] + pSrc1[11 * 3] + pSrc2[10 * 3] + pSrc2[11 * 3] + b) >> 2) - 128;
      pDst[6] = ((pSrc1[12 * 3] + pSrc1[13 * 3] + pSrc2[12 * 3] + pSrc2[13 * 3] + a) >> 2) - 128; pDst[7] = ((pSrc1[14 * 3] + pSrc1[15 * 3] + pSrc2[14 * 3] + pSrc2[15 * 3] + b) >> 2) - 128;
      int temp = a; a = b; b = temp;
    }
  }

  void jpeg_encoder::load_block_16_8_8(int x, int c)
  {
    uint8 *pSrc1;
    sample_array_t *pDst = m_sample_array;
    x = (x * (16 * 3)) + c;
    for (int i = 0; i < 8; i++, pDst += 8)
    {
      pSrc1 = m_mcu_lines[i + 0] + x;
      pDst[0] = ((pSrc1[ 0 * 3] + pSrc1[ 1 * 3]) >> 1) - 128; pDst[1] = ((pSrc1[ 2 * 3] + pSrc1[ 3 * 3]) >> 1) - 128;
      pDst[2] = ((pSrc1[ 4 * 3] + pSrc1[ 5 * 3]) >> 1) - 128; pDst[3] = ((pSrc1[ 6 * 3] + pSrc1[ 7 * 3]) >> 1) - 128;
      pDst[4] = ((pSrc1[ 8 * 3] + pSrc1[ 9 * 3]) >> 1) - 128; pDst[5] = ((pSrc1[10 * 3] + pSrc1[11 * 3]) >> 1) - 128;
      pDst[6] = ((pSrc1[12 * 3] + pSrc1[13 * 3]) >> 1) - 128; pDst[7] = ((pSrc1[14 * 3] + pSrc1[15 * 3]) >> 1) - 128;
    }
  }

  void jpeg_encoder::load_quantized_coefficients(int component_num)
  {
    int32 *q = m_quantization_tables[component_num > 0];
    int16 *pDst = m_coefficient_array;
    for (int i = 0; i < 64; i++)
    {
      sample_array_t j = m_sample_array[s_zag[i]];
      if (j < 0)
      {
        if ((j = -j + (*q >> 1)) < *q)
          *pDst++ = 0;
        else
          *pDst++ = static_cast<int16>(-(j / *q));
      }
      else
      {
        if ((j = j + (*q >> 1)) < *q)
          *pDst++ = 0;
        else
          *pDst++ = static_cast<int16>((j / *q));
      }
      q++;
    }
  }

  void jpeg_encoder::flush_output_buffer()
  {
    if (m_out_buf_left != JPGE_OUT_BUF_SIZE)
      m_all_stream_writes_succeeded = m_all_stream_writes_succeeded && m_pStream->put_buf(m_out_buf, JPGE_OUT_BUF_SIZE - m_out_buf_left);
    m_pOut_buf = m_out_buf;
    m_out_buf_left = JPGE_OUT_BUF_SIZE;
  }

  void jpeg_encoder::put_bits(uint bits, uint len)
  {
    m_bit_buffer |= ((uint32)bits << (24 - (m_bits_in += len)));
    while (m_bits_in >= 8)
    {
      uint8 c;
#define JPGE_PUT_BYTE(c) { *m_pOut_buf++ = (c); if (--m_out_buf_left == 0) flush_output_buffer(); }
      JPGE_PUT_BYTE(c = (uint8)((m_bit_buffer >> 16) & 0xFF));
      if (c == 0xFF) JPGE_PUT_BYTE(0);
      m_bit_buffer <<= 8;
      m_bits_in -= 8;
    }
  }

  void jpeg_encoder::code_coefficients_pass_one(int component_num)
  {
    if (component_num >= 3) return; // just to shut up static analysis
    int i, run_len, nbits, temp1;
    int16 *src = m_coefficient_array;
    uint32 *dc_count = component_num ? m_huff_count[0 + 1] : m_huff_count[0 + 0], *ac_count = component_num ? m_huff_count[2 + 1] : m_huff_count[2 + 0];

    temp1 = src[0] - m_last_dc_val[component_num];
    m_last_dc_val[component_num] = src[0];
    if (temp1 < 0) temp1 = -temp1;

    nbits = 0;
    while (temp1)
    {
      nbits++; temp1 >>= 1;
    }

    dc_count[nbits]++;
    for (run_len = 0, i = 1; i < 64; i++)
    {
      if ((temp1 = m_coefficient_array[i]) == 0)
        run_len++;
      else
      {
        while (run_len >= 16)
        {
          ac_count[0xF0]++;
          run_len -= 16;
        }
        if (temp1 < 0) temp1 = -temp1;
        nbits = 1;
        while (temp1 >>= 1) nbits++;
        ac_count[(run_len << 4) + nbits]++;
        run_len = 0;
      }
    }
    if (run_len) ac_count[0]++;
  }

  void jpeg_encoder::code_coefficients_pass_two(int component_num)
  {
    int i, j, run_len, nbits, temp1, temp2;
    int16 *pSrc = m_coefficient_array;
    uint *codes[2];
    uint8 *code_sizes[2];

    if (component_num == 0)
    {
      codes[0] = m_huff_codes[0 + 0]; codes[1] = m_huff_codes[2 + 0];
      code_sizes[0] = m_huff_code_sizes[0 + 0]; code_sizes[1] = m_huff_code_sizes[2 + 0];
    }
    else
    {
      codes[0] = m_huff_codes[0 + 1]; codes[1] = m_huff_codes[2 + 1];
      code_sizes[0] = m_huff_code_sizes[0 + 1]; code_sizes[1] = m_huff_code_sizes[2 + 1];
    }

    temp1 = temp2 = pSrc[0] - m_last_dc_val[component_num];
    m_last_dc_val[component_num] = pSrc[0];

    if (temp1 < 0)
    {
      temp1 = -temp1; temp2--;
    }

    nbits = 0;
    while (temp1)
    {
      nbits++; temp1 >>= 1;
    }

    put_bits(codes[0][nbits], code_sizes[0][nbits]);
    if (nbits) put_bits(temp2 & ((1 << nbits) - 1), nbits);

    for (run_len = 0, i = 1; i < 64; i++)
    {
      if ((temp1 = m_coefficient_array[i]) == 0)
        run_len++;
      else
      {
        while (run_len >= 16)
        {
          put_bits(codes[1][0xF0], code_sizes[1][0xF0]);
          run_len -= 16;
        }
        if ((temp2 = temp1) < 0)
        {
          temp1 = -temp1;
          temp2--;
        }
        nbits = 1;
        while (temp1 >>= 1)
          nbits++;
        j = (run_len << 4) + nbits;
        put_bits(codes[1][j], code_sizes[1][j]);
        put_bits(temp2 & ((1 << nbits) - 1), nbits);
        run_len = 0;
      }
    }
    if (run_len)
      put_bits(codes[1][0], code_sizes[1][0]);
  }

  void jpeg_encoder::code_block(int component_num)
  {
    DCT2D(m_sample_array);
    load_quantized_coefficients(component_num);
    if (m_pass_num == 1)
      code_coefficients_pass_one(component_num);
    else
      code_coefficients_pass_two(component_num);
  }

  void jpeg_encoder::process_mcu_row()
  {
    if (m_num_components == 1)
    {
      for (int i = 0; i < m_mcus_per_row; i++)
      {
        load_block_8_8_grey(i); code_block(0);
      }
    }
    else if ((m_comp_h_samp[0] == 1) && (m_comp_v_samp[0] == 1))
    {
      for (int i = 0; i < m_mcus_per_row; i++)
      {
        load_block_8_8(i, 0, 0); code_block(0); load_block_8_8(i, 0, 1); code_block(1); load_block_8_8(i, 0, 2); code_block(2);
      }
    }
    else if ((m_comp_h_samp[0] == 2) && (m_comp_v_samp[0] == 1))
    {
      for (int i = 0; i < m_mcus_per_row; i++)
      {
        load_block_8_8(i * 2 + 0, 0, 0); code_block(0); load_block_8_8(i * 2 + 1, 0, 0); code_block(0);
        load_block_16_8_8(i, 1); code_block(1); load_block_16_8_8(i, 2); code_block(2);
      }
    }
    else if ((m_comp_h_samp[0] == 2) && (m_comp_v_samp[0] == 2))
    {
      for (int i = 0; i < m_mcus_per_row; i++)
      {
        load_block_8_8(i * 2 + 0, 0, 0); code_block(0); load_block_8_8(i * 2 + 1, 0, 0); code_block(0);
        load_block_8_8(i * 2 + 0, 1, 0); code_block(0); load_block_8_8(i * 2 + 1, 1, 0); code_block(0);
        load_block_16_8(i, 1); code_block(1); load_block_16_8(i, 2); code_block(2);
      }
    }
  }

  bool jpeg_encoder::terminate_pass_one()
  {
    optimize_huffman_table(0+0, DC_LUM_CODES); optimize_huffman_table(2+0, AC_LUM_CODES);
    if (m_num_components > 1)
    {
      optimize_huffman_table(0+1, DC_CHROMA_CODES); optimize_huffman_table(2+1, AC_CHROMA_CODES);
    }
    return second_pass_init();
  }

  bool jpeg_encoder::terminate_pass_two()
  {
    put_bits(0x7F, 7);
    flush_output_buffer();
    emit_marker(M_EOI);
    m_pass_num++; // purposely bump up m_pass_num, for debugging
    return true;
  }

  bool jpeg_encoder::process_end_of_image()
  {
    if (m_mcu_y_ofs)
    {
      if (m_mcu_y_ofs < 16) // check here just to shut up static analysis
      {
        for (int i = m_mcu_y_ofs; i < m_mcu_y; i++)
          memcpy(m_mcu_lines[i], m_mcu_lines[m_mcu_y_ofs - 1], m_image_bpl_mcu);
      }

      process_mcu_row();
    }

    if (m_pass_num == 1)
      return terminate_pass_one();
    else
      return terminate_pass_two();
  }

  void jpeg_encoder::load_mcu(const void *pSrc)
  {
    const uint8* Psrc = reinterpret_cast<const uint8*>(pSrc);

    uint8* pDst = m_mcu_lines[m_mcu_y_ofs]; // OK to write up to m_image_bpl_xlt bytes to pDst

    if (m_num_components == 1)
    {
      if (m_image_bpp == 4)
        RGBA_to_Y(pDst, Psrc, m_image_x);
      else if (m_image_bpp == 3)
        RGB_to_Y(pDst, Psrc, m_image_x);
      else
        memcpy(pDst, Psrc, m_image_x);
    }
    else
    {
      if (m_image_bpp == 4)
        RGBA_to_YCC(pDst, Psrc, m_image_x);
      else if (m_image_bpp == 3)
        RGB_to_YCC(pDst, Psrc, m_image_x);
      else
        Y_to_YCC(pDst, Psrc, m_image_x);
    }

    // Possibly duplicate pixels at end of scanline if not a multiple of 8 or 16
    if (m_num_components == 1)
      memset(m_mcu_lines[m_mcu_y_ofs] + m_image_bpl_xlt, pDst[m_image_bpl_xlt - 1], m_image_x_mcu - m_image_x);
    else
    {
      const uint8 y = pDst[m_image_bpl_xlt - 3 + 0], cb = pDst[m_image_bpl_xlt - 3 + 1], cr = pDst[m_image_bpl_xlt - 3 + 2];
      uint8 *q = m_mcu_lines[m_mcu_y_ofs] + m_image_bpl_xlt;
      for (int i = m_image_x; i < m_image_x_mcu; i++)
      {
        *q++ = y; *q++ = cb; *q++ = cr;
      }
    }

    if (++m_mcu_y_ofs == m_mcu_y)
    {
      process_mcu_row();
      m_mcu_y_ofs = 0;
    }
  }

  void jpeg_encoder::clear()
  {
    m_mcu_lines[0] = NULL;
    m_pass_num = 0;
    m_all_stream_writes_succeeded = true;
  }

  jpeg_encoder::jpeg_encoder()
  {
    clear();
  }

  jpeg_encoder::~jpeg_encoder()
  {
    deinit();
  }

  bool jpeg_encoder::init(output_stream *pStream, int width, int height, int src_channels, const params &comp_params)
  {
    deinit();
    if (((!pStream) || (width < 1) || (height < 1)) || ((src_channels != 1) && (src_channels != 3) && (src_channels != 4)) || (!comp_params.check())) return false;
    m_pStream = pStream;
    m_params = comp_params;
    return jpg_open(width, height, src_channels);
  }

  void jpeg_encoder::deinit()
  {
    jpge_free(m_mcu_lines[0]);
    clear();
  }

  bool jpeg_encoder::process_scanline(const void* pScanline)
  {
    if ((m_pass_num < 1) || (m_pass_num > 2)) return false;
    if (m_all_stream_writes_succeeded)
    {
      if (!pScanline)
      {
        if (!process_end_of_image()) return false;
      }
      else
      {
        load_mcu(pScanline);
      }
    }
    return m_all_stream_writes_succeeded;
  }

  // Higher level wrappers/examples (optional).
#include <stdio.h>

  class cfile_stream : public output_stream
  {
    cfile_stream(const cfile_stream &);
    cfile_stream &operator= (const cfile_stream &);

    FILE* m_pFile;
    bool m_bStatus;

  public:
    cfile_stream() : m_pFile(NULL), m_bStatus(false) { }

    virtual ~cfile_stream()
    {
      close();
    }

    bool open(const char *pFilename)
    {
      close();
#ifdef _MSC_VER
      fopen_s(&m_pFile, pFilename, "wb");
#else
      m_pFile = fopen(pFilename, "wb");
#endif
      m_bStatus = (m_pFile != NULL);
      return m_bStatus;
    }

    bool close()
    {
      if (m_pFile)
      {
        if (fclose(m_pFile) == EOF)
        {
          m_bStatus = false;
        }
        m_pFile = NULL;
      }
      return m_bStatus;
    }

    virtual bool put_buf(const void* pBuf, int len)
    {
      m_bStatus = m_bStatus && (fwrite(pBuf, len, 1, m_pFile) == 1);
      return m_bStatus;
    }

    uint get_size() const
    {
      return m_pFile ? ftell(m_pFile) : 0;
    }
  };

  // Writes JPEG image to file.
  bool compress_image_to_jpeg_file(const char *pFilename, int width, int height, int num_channels, const uint8 *pImage_data, const params &comp_params)
  {
    cfile_stream dst_stream;
    if (!dst_stream.open(pFilename))
      return false;

    jpge::jpeg_encoder dst_image;
    if (!dst_image.init(&dst_stream, width, height, num_channels, comp_params))
      return false;

    for (uint pass_index = 0; pass_index < dst_image.get_total_passes(); pass_index++)
    {
      for (int i = 0; i < height; i++)
      {
        const uint8* pBuf = pImage_data + i * width * num_channels;
        if (!dst_image.process_scanline(pBuf))
          return false;
      }
      if (!dst_image.process_scanline(NULL))
        return false;
    }

    dst_image.deinit();

    return dst_stream.close();
  }

  class memory_stream : public output_stream
  {
    memory_stream(const memory_stream &);
    memory_stream &operator= (const memory_stream &);

    uint8 *m_pBuf;
    uint m_buf_size, m_buf_ofs;

  public:
    memory_stream(void *pBuf, uint buf_size) : m_pBuf(static_cast<uint8*>(pBuf)), m_buf_size(buf_size), m_buf_ofs(0) { }

    virtual ~memory_stream() { }

    virtual bool put_buf(const void* pBuf, int len)
    {
      uint buf_remaining = m_buf_size - m_buf_ofs;
      if ((uint)len > buf_remaining)
        return false;
      memcpy(m_pBuf + m_buf_ofs, pBuf, len);
      m_buf_ofs += len;
      return true;
    }

    uint get_size() const
    {
      return m_buf_ofs;
    }
  };

  bool compress_image_to_jpeg_file_in_memory(void *pDstBuf, int &buf_size, int width, int height, int num_channels, const uint8 *pImage_data, const params &comp_params)
  {
    if ((!pDstBuf) || (!buf_size))
      return false;

    memory_stream dst_stream(pDstBuf, buf_size);

    buf_size = 0;

    jpge::jpeg_encoder dst_image;
    if (!dst_image.init(&dst_stream, width, height, num_channels, comp_params))
      return false;

    for (uint pass_index = 0; pass_index < dst_image.get_total_passes(); pass_index++)
    {
      for (int i = 0; i < height; i++)
      {
        const uint8* pScanline = pImage_data + i * width * num_channels;
        if (!dst_image.process_scanline(pScanline))
          return false;
      }
      if (!dst_image.process_scanline(NULL))
        return false;
    }

    dst_image.deinit();

    buf_size = dst_stream.get_size();
    return true;
  }

} // namespace jpge
